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Gerhard Neumann — most-cited papers & profile · Graph Learning
← authors
·
overview
Gerhard Neumann
25
papers ·
4
citations ·
43
h-index
Karlsruhe Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators
2026
Building Deep Graph Predictors with Graph Imitation Learning
2026
Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics
2025
MaNGO - Adaptable Graph Network Simulators via Meta-Learning
2025
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
2025
Towards Fine Grained Network Flow Prediction
2018
Grounding Graph Network Simulators using Physical Sensor Observations
2023
Latent Task-Specific Graph Network Simulators
2023
Top co-authors
Niklas Freymuth
· 6
Philipp Dahlinger
· 3
Tai Hoang
· 3
Luise K\"arger
· 2
Tobias W\"urth
· 2
Alessandro Trenta
· 1
Alessio Gravina
· 1
Andr\'e Eberhard
· 1
Bal\'azs Gyenes
· 1
Davide Bacciu
· 1
Denis Blessing
· 1
Emmanuel Stapf
· 1
Topics
cs.LG
cs.CV
physics.comp-ph
Uncategorized
cs.RO